Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics
Wlodek W. Zadrozny
Abstract:This article contains a proposal to add coinduction to the computational apparatus of natural language understanding. This, we argue, will provide a basis for more realistic, computationally sound, and scalable models of natural language dialogue, syntax and semantics. Given that the bottom up, inductively constructed, semantic and syntactic structures are brittle, and seemingly incapable of adequately representing the meaning of longer sentences or realistic dialogues, natural language understanding is in nee… Show more
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